DACIN: Deep Adversarial Clustering-driven Imputation Networks

Requirements

Execute the following command to install the required libraries:

pip install -r requirements.txt

Data

The data used in this paper can be downloaded from:

• UCI Letter (https://archive.ics.uci.edu/dataset/59/letter+recognitionn)
• UCI Pendigits (https://archive.ics.uci.edu/dataset/81/pen+based+recognition+of+handwritten+digits)
• UCI Optdigits (https://archive.ics.uci.edu/dataset/80/optical+recognition+of+handwritten+digits)

Example command

python main.py -data_dir dataset/letter/missing_ratio/ -batch_size 1474 -k 6 -epochs 1000 -iter_num 5